MONITORING LAUNDRY MACHINE OPERATION USING MACHINE LEARNING ANALYSIS OF ACOUSTIC TRANSDUCER SIGNAL INFORMATION

• Main Authors: KOVSCEK, Mark Allen, ZASTROW, Mitchell Wayne, BAAZI, Richard, NEITZKE, David Vernon, ROSENFELDT, Garry Maurice, SCHMIDT, Julie Michele, BOYLE, John, HARING, Nancy Ann, LOPEZ, Angie Katherinne Sandoval, ALBERT, Mathias Takahashi, GODBOLE, Dattaprabodh Narhar, NAHAR, Nilesh Jayantilal, BODNAR, Stephane Serge Jean-Pierre, HAINLINE III, Joseph Weedon, LAPOINT, Andrew Michael
• Format: Patent
• Language: English; French
• Published: 27.05.2022
• Subjects: MEASURING; MEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES; PHYSICS; TESTING

A system and method are described for carrying out machine learning-based automated laundry machine error/degraded status detection and maintenance use of acoustic sensor data rendered by the laundry machines and applied to a plurality of machine learning models for use with acoustic data rendered b...